LanceDBThe multimodal lakehouse for AI, accelerating large-scale data curation and feature engineering.

turbopufferVector and full-text search built on object storage

Comparison · Vector Databases · weekly run Nov 2

LanceDB vs turbopuffer

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

LanceDB is the stronger AI pick in Vector Databases: it has a visibility score of 5.7 versus 4.6 for turbopuffer, and ranks ahead in 71% of the answers that name both.

Choose LanceDB if…

You want the brand AI engines rank higher (5.7 vs 4.6)
You need SOC 2 Type II or HIPAA or GDPR coverage
Open-source, serverless vector database
Embeds directly into applications and notebooks

Choose turbopuffer if…

AI answers describe it more positively (33% vs 31% positive)
You need SOC 2 Type 2 or HIPAA (Business Associate Agreement available) or GDPR-ready DPA coverage
serverless vector and full-text search built on object storage
high performance at a fraction of traditional costs

AI visibility side by side

Latest weekly run · Nov 2

Metric	LanceDB	turbopuffer
Visibility score	5.7%	4.6%
Change vs last week	New	New
Rank in Vector Databases	#11	#14
Share of voice	2.8%	1.9%
Mentions this run	13	9
Positive in AI answers	31%	33%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

LanceDB 0pp · turbopuffer 0pp over 0 weekly runs.

Engine by engine

LanceDB leads on 2 of 3 engines

ChatGPT

6.1%

6.7%

AI Mode

6.1%

4.3%

Perplexity

2.8%

LanceDBturbopuffer

Head to head in AI answers

7 engine answers name both brands

5LanceDB ranked higher

2turbopuffer ranked higher

Prompt	Engine	LanceDB	turbopuffer
What are the best Vector Databases tools in 2026?	ChatGPT	#6	#11
What are the best Vector Databases tools in 2026?	Perplexity	#6	#9
Alternatives to the most popular vector database	AI Mode	#9	#7
Alternatives to the most popular vector database	Perplexity	#9	#10
Official website of the top vector database vendors	ChatGPT	#11	#12
Official website of the top vector database vendors	AI Mode	#7	#2
Official website of the top vector database vendors	Perplexity	#5	#13

Features, pricing & fit

Dimension	LanceDB	turbopuffer
Pricing model	—	Usage-based
Entry price	—	$16 / mo
Free plan	—	No
Deployment	Open-source edition embedded in the application; LanceDB Cloud serverless; Enterprise in the customer's own cloud.	Multi-tenant cloud on usage-based plans; single-tenant and bring-your-own-cloud (BYOC) deployments on the enterprise plan.
Compliance	SOC 2 Type II, HIPAA, GDPR	SOC 2 Type 2, HIPAA (Business Associate Agreement available), GDPR-ready DPA
Support	Contact form, with a reply promised within 48 hours	Community Slack and email on all plans, Private Slack channel on higher plans, 24/7 support and 99.95% uptime SLA on enterprise
Founded	2022	2023
Headquarters	San Francisco, California	Ottawa, Ontario, Canada
Employees	11–50	11–50
Funding	Series A	Seed
Best for	Feature teams building production AI applications with vector search and multimodal data.	Teams building AI applications, semantic search or recommendation systems that need large-scale vector and full-text search at lower cost.